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Showing posts with label Word of Mouth Marketing. Show all posts
Showing posts with label Word of Mouth Marketing. Show all posts

Friday, February 22, 2019

Word of Mouth Marketing Index – A Better Model than Net Promoter Score

Re-posting Old Articles Published elsewhere online but now not available

Published in  Year 2012


Word of Mouth Marketing Index – A Better Model than Net Promoter Score


Word of Mouth Marketing (WOMM) also known as buzz marketing and viral advertising has become more and more prevalent and important in a world of increasing connections. As globalization advances, it becomes really difficult to ascertain which factors will help take one’s products to the markets at large. The potential of a global market for one’s products or services looks extremely lucrative to all businesses. Yet, it is really difficult to find out how to create a sustainable brand in a market that has many more imponderables than controllable factors. One method of building a brand is through creating (actually hoping!) customer loyalty. Once your customers are loyal to you, it is likely that they will spread the word about your products and services to others. The receiver of word-of-mouth referrals tends to believe that the communicator is speaking honestly and is unlikely to have an ulterior motive (i.e. they are not receiving an incentive for their referrals).The WOMM has become such a great idea, especially after the now classic book “The Tipping Point” by Malcolm Gladwell that it is foolhardy for any business – big or small – to ignore its power. Just to reiterate the importance of WOMM, there is an association studying and spreading WOMM (reader can refer to http://www.womma.org). It is however, not very clear that all customers who buy your product or service may be loyal to you. Further, it is also not known whether they will spread the word about you. To measure the loyalty of your customers, Net Promoter Score (NPS) has been proposed, used and proliferated quite successfully.       

Net Promoter Score – A Metric for WOMM

Net Promoter Score (NPS) is a loyalty metric that has been credited with being the “best predictor of growth.” Ever since its introduction, the NPS has been widely embraced and adopted by managers spanning different domains for measuring their firm’s future growth potential. In fact, Frederick Reichheld, its proposer asserts that NPS is “the one number you need to grow.”

NPS is computed based on surveying a statistically valid sample of a firm’s customers with only one question: “How likely is it that you would recommend [brand X or company X] to a friend or colleague?” The respondents are provided a consistent scale for responses ranging from zero [not at all likely] to ten [extremely likely]. Respondents are further classified into three categories based on their responses viz. promoters, detractors and neutral respondents. “Promoters” are respondents who provide a rating of 9-10. Respondents who provide a rating of 6 or lower are classified as “detractors” while the rest of the respondents namely, those who rated the firm as 7-8 are “neutral.” Net Promoter Score (NPS) is then calculated by subtracting the proportion of a firm’s detractors from its proportion of promoters (i.e. Net Promoter = promoters – detractors).

The Attractiveness of Net Promoter Score (NPS) as a Loyalty Metric

As can be seen from the explanation in the previous section, NPS as a metric is very simple and is based on the premise that customer loyalty drives a firm’s growth. Loyal customers are willing to put their reputations on line by recommending a firm’s products and services to their friends and relatives. Recommendation, which is what NPS measures, thus makes a lot of intuitive sense from the loyalty perspective. One of the other reasons why NPS has caught the imagination of managers without exception is that it is a practical metric that is understandable and cost effective to administer. It is feasible to administer the questionnaire on a continuous basis and obtain instant feedback. Since respondents do not have to fill in a big questionnaire, they are more likely to give the firm sincere feedback.

Another advantage is that a firm is able to identify its promoters and detractors. This enables a manager to directly act on this knowledge and address the issues that detractors face. Similarly, the firm can also introduce programs that strengthen the relationship with promoters and thus make them their unpaid “sales persons.” Thus, the NPS provides a path for a firm to grow by creating more promoters for the organization while reducing the number of detractors.

Limitations of NPS

For all its attractiveness as a simple metric, the NPS has also been criticized for its limitations. It has been pointed out that the NPS does not have a strong theoretical basis thus weakening its claim as “the best predictor of growth.” Similarly, in some domains, NPS does not seem to give better results than traditional loyalty and customer retention metrics.

Another limitation of the NPS is that it goes by pure numbers rather than the actual profile of the promoters. A respondent is not likely to be a 100% promoter or a 100% detractor. Customers who have responded with a rating of 0-6 might also promote the firm’s products or services, though in a small way. Similarly, respondents who come out as neutral with a rating of 8, might also “promote” a firm’s products or services, though much less than a customer who gives a rating of 9-10. Thus, “shades of grey” are not captured by NPS. This might overstate or understate the promoter to detractor ratio. 

In a similar vein, not all promoters are likely to be equally effective as promoters. Similar is the case with detractors. A CEO of a company or a community leader who has high influence is likely to be more effective as a promoter than a college graduate who is just starting his/her career. This is because their opinions get more publicity and are also likely to be more valued by people who hear the same. Firms have used this idea in the form of product and service endorsements by respected public figures. These public figures are likely to be high achievers whose opinion matters for a large number of potential customers.

Similarly, a low or neutral response does not essentially imply that the particular respondent is a hundred-percent detractor. A customer might not be satisfied with any of the current products or services in a particular category in the market. However, when asked for an opinion, he/she might recommend one that has caused the least dissatisfaction, and thus act as a promoter. Such customer behavior is not currently captured by NPS. In fact, the simplicity of NPS makes it unlikely that it would be able to capture subtle elements of customer behavior. In order, to overcome some of the limitations of NPS while keeping its chief attractiveness, namely simplicity intact, we proposed to embed the elements of WOMM as explained in Gladwell’s Tipping Point within the NPS framework. We found this measure the efficacy of WOMM much better than NPS. We call the new Index – WOMM–Index.

The “Tipping Point” Framework

According to Gladwell three types of people create Idea Tipping Points. Connectors are those with wide social circles. Mavens are knowledgeable people. Salesmen are charismatic people with powerful negotiation skills. They exert "soft" influence rather than forceful power. Gladwell says besides the few people – mavens, connectors and salesmen, there are two other factors that play an important role in idea tipping. These are
Stickiness: Ideas or products found attractive or interesting by others will grow exponentially for some time. The Power of Context: Human behavior is strongly influenced by external variables of context.

The Word of Mouth Marketing Index – Embedding Tipping Point factors into NPS

Taking the Tipping Point factors into consideration, we refine NPS to include the identification of Mavens, Connectors and Salespersons. Besides including a factor to include stickiness and the context in which the respondent was at the time of answering. This comes out to be a set of four questions instead of one as required by NPS.

The four questions are

(A)       Would you recommend The Company to your friends and relatives?
(B)       Your Profession/Job? (An Evaluation of Maven/Connector/Salesperson)
(C)       What are you doing now? (Context)
(D)       Compared to other products/services how do you compare our product/services? (Stickiness)

As is evident, the first question is exactly the one which is asked in NPS. Answers to the three questions are mapped to the NPS through a mathematical model developed in-house based on the well-known method of Analytic Hierarchy Process (AHP). The details of mathematical model are beyond the scope of this article. Suffice it to say that our initial results in small in-house surveys and many online ventures created and tested in MBA student projects are very encouraging.

The WOMM Index Model for word of mouth marketing measurement can be a good and simple metric for online customer facing systems or even Small and Medium Enterprises (SME).

Tuesday, May 29, 2012

Word of Mouth Marketing - A Better Model Than Net Promoter Score

The Word of Mouth Marketing Index – Embedding Tipping Point factors into NPS
Taking the Tipping Point factors into consideration, we refine NPS to include the identification of Mavens, Connectors and Salespersons. Besides including a factor to include stickiness and the context in which the respondent was at the time of answering. This comes out to be a set of four questions instead of one as required by NPS.

The four questions are

(A) Would you recommend The Company to your friends and relatives?
(B) Your Profession/Job? (An Evaluation of Maven/Connector/Salesperson)
(C) What are you doing now? (Context)
(D) Compared to other products/services how do you compare our product/services? (Stickiness)
As is evident, the first question is exactly the one which is asked in NPS. Answers to the three questions are mapped to the NPS through a mathematical model developed in-house based on the well-known method of Analytic Hierarchy Process (AHP). The details of mathematical model are beyond the scope of this article. Suffice it to say that our initial results in small in-house surveys and many online ventures created and tested in MBA student projects are very encouraging.
The WOMM Index Model for word of mouth marketing measurement can be a good and simple metric for online customer facing systems or even Small and Medium Enterprises (SME).

Wednesday, September 21, 2011

6 Ds of Digital Marketing

After Teaching three different MBA courses in different schools in last two years - I have now the model for Digital Marketing that I call 6D model

The 6 Ds are

1. DISCOVER - Your business, your market, your social network, your customers or even yourself

2. DEFINE - What is your business and what is the key message of your business

3. DESCRIBE - Elaborate what you defined by describing in detail the customer value that your business is creating or will be creating

4. DEVELOP - Develop the messages/communications for all possible channels - print, TV, online, Email, social networks, micro blog, blog of your company, SMS, and online videos and all possible channels.

5. DEPLOY - Start deploying with an initial design in mind for creating Tipping Point by finding Mavens/salesmen/connectors in the networks of your choice, but before that make your product/service sticky. If you follow Duncan Watts of Small world fame, may be just start telling the crowd.

6. DEDUCE - whatever is happening you need to find out how its happening. Carry out what I call Word of Mouth Marketing (WOMM) Promoter Score - a combo of Net Promoter Score and Tipping Point framework.


Thursday, January 31, 2008

Tipping Point Revisit - Word of Mouth Marketing

Having taken up this new research area - I am fascinated with how it really works.

The fastcompany article on Duncan j Watts comes really at the right point. I am half-way through his book titled Six Degrees - The Science of Connected Age and what he says is "Influencers Theory" is all bull. The article at Fastcompany also gives the viewpoint of influencers theory including Malcolm Gladwell of Tipping Point (and Blink) fame.

The link to Gladwell's Blink story is also interesting read.

Questions I am exploring are

1. Does Centrality, influencers and organized rules of propagation impact the diffusion of ideas or it is all random as Watts says?
2. Even if it is random, what is the best way to propate ideas?

we need answers!

Friday, January 18, 2008

Word of Mouth Marketing

I have been studying various viral marketing, word of mouth marketing, idea diffusion, creating tipping point papers, lately. People are trying to build an explanation that I presume started with TIPPING POINT by Malcolm Gladwell in his mid 1990's book of the same name.

Recently researchers are talking about a measurement metric called Net Promoter Score. Although it is not standing the test of time as can be seen in the recent papers - especially in the Journal of Marketing paper.

It may be of interest for readers to explore some of the papers linked below

Net Promoter Score Under Fire

Value of different Customer Satisfaction studies

A very interesting collection of Net promoter score papers and discussions

More than 1000 pages tagged Word of Mouth Marketing

Is there a strategy for creating EFFECTIVE WOMM - just wondering?

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